Bootcamp_Python_dari_SanberCode

Tugas - tugas dan Quiz serta Project Selama Bootcamp Python dari SanberCode yang berlangsung selama 4 Minggu

Kurikulum Python – Data Science

Week 1 Materials - Basic Python

Day 1 – Setting Environment Python-Data Science

Day 1 – Hello Python

Day 2 – Python List

Day 3 – Functions, Method and Getting Help

Day 4 – Logic Control Flow and Loop

Day 5 – Python Dictionary

Mini-Project 1 : Remove Duplikat List

Mini Project 2 : Membuat ChatBot Sederhana

Week 1 Tugas/Quiz

Google Colaboratory Intro + Submit Tugas dan Pengerjaan Quiz

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Quiz Week 1

Week 2 Materials - Data Manipulation with Pandas

Day 1 – Pandas Introduction

Day 2 – Akses/Indexing dan Transformasi Data

Day 3 – Reshaping Data

Day 4 – Grouping Data

Day 5 – Merging DataFrame

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Project

Week 2 Tugas/Quiz

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Week 3 Materials Data Visualization

Visualization : Pengenalan Matplotlib

Visualization : Custom Visualisasi

Visualization : Multiple Plots

Visualization : Perbandingan Kuantitatif 1

Visualization : Perbandingan Kuantitatif 2

Week 3 Tugas/Quiz

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Week 4 Materials Machine Learning

Day 1 : Pengenalan Machine Learning

Day 2 : Algoritma KNN dan Model Regresi Linear

Day 3 : Evaluasi Performa Model

Day 4 : Memilih Model

Day 5 : Preprocessing Data

Week 4 Tugas/Quiz

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PROJECT AKHIR